Отдельно разберём TaskGroup, который пришел на замену gather в Python 3.11.
Ключевые отличия
▫️create_task() возвращает объект asyncio.Task, у которого есть соответствюущие методы управления. То есть у нас больше контроля
▫️это контекстный менеджер, который гарантирует что все таски будут остановлены по выходу из контекста
▫️ошибка автоматически отменяет незавершенные задачи,
▫️except* передает нам ExceptionGroup, в котором каждую ошибку можно обработать отдельно
import asyncio
import random
async def do_it() -> str:
if random.random() < 0.1:
raise ValueError('Oops')
delay = random.uniform(0.5, 1.5)
await asyncio.sleep(delay)
return delay
async def main():
try:
async with asyncio.TaskGroup() as tg:
for _ in range(10):
tasks.append(tg.create_task(do_it()))
for t in tasks:
print(t.result())
except *ValueError as e:
for err in e.exceptions:
print(err)
asyncio.run(main())
Рекомендую изучить страницу Coroutines and Tasks из документации, где представлено больше интересных примеров и механизмов
- таймауты
- отмена задач
- создание задач из другого потока
#async
🌍 The desert climate zone covers about one-fifth of Earth's land, yet some deserts get colder than snowy regions—Antarctica is classified as the world's largest desert by climate. ✨
#climatezones⚡#deserts⚡#earth⚡#geography⚡#nature
👉subscribe Amazing Geography
👉more Channels
🌍 The boundary between different climate zones doesn't always follow straight lines—on mountain slopes, tropical and temperate climates can exist just a few kilometers apart, packed side by side. ✨
#climatezones⚡#biomes⚡#geography⚡#nature⚡#earth
👉subscribe Amazing Geography
👉more Channels
🌍 The humid subtropical climate zone stretches across southeastern continents but also appears in parts of East Asia and South America, helping create lush forests and long growing seasons for crops. ✨
#climatezones⚡#vegetation⚡#agriculture⚡#geography⚡#nature⚡#earth
👉subscribe Amazing Geography
👉more Channels
🌍 The Mediterranean climate zone, found in only a few parts of the world, has mild, rainy winters and hot, dry summers—a combination perfect for growing olives, grapes, and citrus. ✨
#climatezones⚡#Mediterranean⚡#agriculture⚡#geography⚡#nature⚡#earth
👉subscribe Amazing Geography
👉more Channels
🌍 Antarctica’s interior is the only place on Earth with a true polar climate—temperatures rarely rise above freezing, and less precipitation falls each year than in most deserts. ✨
#climatezones⚡#antarctica⚡#extremes⚡#geography⚡#nature⚡#earth
👉subscribe Amazing Geography
👉more Channels
🌍 In the world’s subtropical climate zones, some deserts like the Sahara and Arabian receive less than 2 centimeters of rain a year—making them among the driest places on Earth. ✨
#climatezones⚡#deserts⚡#rainfall⚡#geography⚡#nature⚡#earth
👉subscribe Amazing Geography🌍
🌍 The humid subtropical climate zone—found in places like southeastern China and the southeastern US—brings hot summers, mild winters, and is prone to sudden, powerful thunderstorms. ✨
#climatezones⚡#weather⚡#regions⚡#geography⚡#nature⚡#earth
👉subscribe Amazing Geography
👉more Channels
🌍 The world’s largest continental climate zone covers central Eurasia, where summers can reach above 40°C and winters drop below –40°C—a giant temperature swing found nowhere else on Earth. ✨
#climatezones⚡#temperature⚡#Eurasia⚡#geography⚡#nature⚡#earth
👉subscribe Amazing Geography
👉more Channels
🌍 Earth’s Mediterranean climate zones, found in places like California and parts of Australia, support massive wildflower blooms after winter rains despite having hot, dry summers. ✨
#climatezones⚡#biomes⚡#vegetation⚡#geography⚡#nature⚡#earth
👉subscribe Amazing Geography
👉more Channels
🌍 The subarctic climate zone stretches across vast parts of Canada and Russia, where winters are so cold that forests are called “taiga”—the world’s largest continuous woodland region. ✨
#climatezones⚡#taiga⚡#forests⚡#geography⚡#nature⚡#earth
👉subscribe Amazing Geography
👉more Channels
🌍 Some climate zones, like the monsoon zone, see one season bringing almost all their annual rain in just a few weeks. This sudden wet season shapes ecosystems and water supplies for millions. ✨
#climatezones⚡#monsoon⚡#rainfall⚡#geography⚡#nature⚡#earth
👉subscribe Amazing Geography
👉more Channels